agent memory os for LangChain
io.github.yamantaka520/agent-memory-os
Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.
client:LangChain
transport:stdio
runtime:pypi
Install agent memory os in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"agent-memory-os": {
"transport": "stdio",
"command": "uvx",
"args": ["agent-memory-os"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs